{"id":"W2077371595","doi":"10.2139/ssrn.478141","title":"Corporate Performance and Business Expansion","year":2003,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Reporting and Valuation Research","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Business; Accounting","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001123474,0.0002447078,0.0002498735,0.001438243,0.0004465271,0.002815699,0.0002445262,0.0007134621,0.01453171],"category_scores_gemma":[0.00599079,0.00007158033,0.0001445845,0.001877181,0.001585424,0.00315948,0.001433286,0.001091391,0.001462302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008078429,"about_ca_system_score_gemma":0.0004344729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009177125,"about_ca_topic_score_gemma":0.00152457,"domain_scores_codex":[0.999584,0.0001548214,0.00001830424,0.00005983863,0.00009441107,0.00008860645],"domain_scores_gemma":[0.9947374,0.002443427,0.001128245,0.0002049807,0.0004931511,0.0009927404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0006657537,0.0007446192,0.3478231,0.0001655068,0.0001554698,0.0008765437,0.00291159,0.005544954,0.001670241,0.4502751,0.01612419,0.173043],"study_design_scores_gemma":[0.00004388033,0.0002667515,0.7119154,0.0002042,0.00009297175,0.0007807664,0.003685406,0.004554515,0.0005820113,0.2357949,0.04204372,0.00003553117],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7102097,0.00787748,0.001635915,0.006276811,0.00009137361,0.00001629573,0.0003548356,0.00007051855,0.2734671],"genre_scores_gemma":[0.990076,0.001000335,0.0001088258,0.0001381583,0.0001917918,0.000005328789,0.0001108042,0.000007573851,0.008361242],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01453171,"threshold_uncertainty_score":0.04861337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03335554192448163,"score_gpt":0.2560737290431609,"score_spread":0.2227181871186793,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}